Sentence Similarity
sentence-transformers
Safetensors
Portuguese
gemma3_text
feature-extraction
embeddings
text-embeddings
text-embeddings-inference
retrieval
information-retrieval
semantic-search
rag
reranking
clustering
sts
portuguese
pt-br
brazilian-portuguese
mteb
vocabulary-trimming
knowledge-distillation
model-soup
Instructions to use tardellirs/colibri-embed-ptbr with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use tardellirs/colibri-embed-ptbr with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("tardellirs/colibri-embed-ptbr") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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Update README.md
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docs: use MTEB-BR label in place of MTEB(por)
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docs: keep Verda utm_content=mteb-pt tag unchanged
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docs: update MTEB(por) leaderboard link to MTEB-BR org (rename)
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Card: point MTEB(por) link to mteb-pt leaderboard
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Pareto figure: smaller bird marker
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Pareto figure: bird emoji marker for Colibri
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Update Pareto figure — cleaner (y from 0.35, plain labels)
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Card: embed Pareto frontier figure
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Add MTEB(por) size-quality Pareto frontier figure
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Colibri — multi-teacher (Qwen3-4B + 8B) distilled PT-BR embeddings, MTEB(por) 0.6501
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initial commit
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